نوع مقاله : مقاله پژوهشی

نویسندگان

1 دانش آموخته کارشناسی ارشد، گروه علوم و مهندسی آب، واحد مرودشت، دانشگاه آزاد اسلامی، مرودشت، ایران

2 استادیار گروه علوم و مهندسی آب، واحد مرودشت، دانشگاه آزاد اسلامی، مرودشت، ایران

چکیده

در این تحقیق، مدلCropSyst در اقلید استان فارس و برای کشت گیاه گندم زمستانه رقم الوند تحت تیمارهای آبی 50، 75 و 100درصد آب مورد نیاز گیاه واسنجی و ارزیابی گردید. همچنین دقت مدل در شبیه‌سازی محصول با استفاده از معادله تبخیر و تعرق پنمن-مونتیث با معادله پریسلی- تیلور مقایسه شد. تحلیل آماری نتایج حاصل از شبیه‌سازی توسط CropSyst نشان داد که نتایج حاصل از معادله پریسلی-تیلور نسبت به پنمن-مونتیث از دقت بالاتری برخوردار است، اما تفاوتها در حدی بود که آزمون F-test در سطح احتمال 5% در واسنجی و اعتبارسنجی شبیه‌سازی عملکرد گندم با استفاده از معادلات پریسلی-تیلور و پنمن مونتیث تفاوت معنی‌داری نشان نداد. دقت واسنجی و اعتبارسنجی در شبیه‌سازی عملکرد با استفاده از CropSyst قابل قبول بود. تغییر تیمار آبیاری سبب تفاوت عملکرد شد، بطوریکه کمترین عملکرد حاصل تیمار 50درصد بود. عملکرد گیاه در سالهای زراعی مختلف متفاوت بود، بیشترین عملکرد دانه در هر دو روش تبخیر و تعرق در تیمار آبیاری 100درصد بدست آمد. مقایسه عملکرد شبیه_سازی شده و اندازه گیری-شده نشان داد که خطای شبیه-سازی در تیمار اول در کلیه سالها، در هر دو روش تعرق، کمترین است. با تغییر تیمار آبیاری از 100 به75 و 50درصد مدت زمان پر شدن دانه افزایش یافت. بیشترین مقدار ماده خشک و عملکرد، در هر دو روش تعرق، در تیمار 100درصد در سال اول، و کمترین میزان در تیمار 75درصد در سال سوم حاصل شد. بنابراین مدل در سال سوم در تیمار50 درصد آبیاری عملکردی بیشتر از 75نشان داد.

کلیدواژه‌ها

عنوان مقاله [English]

Evaluation of CropSyst model in simulation of Alvand variety of wheat

نویسندگان [English]

  • Homa Razmkhah 1
  • Rezwan Yazdani 2
  • Amin Rostami Ravari 2
  • Alireza Fararouie 2

1 Graduated Master student, Department of Water and Science Engineering, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran.

2 Assistant professor, Department of Water and Science Engineering, Marvdasht Branch, Islamic Azad University, Marvdasht, Iran.

چکیده [English]

The purpose of this study was to investigate CropSyst model accuracy in simulating winter Alvand variety of wheat grain yields under different irrigation regimes. In this study, the CropSyst model was calibrated and evaluated for winter Alvand variety of wheat in the Eghlid region, Fars Province, under different irrigation treatments of 50, 75, and 100% of the field capacity. The agreement coefficient and normalized mean square error of calibrated model using Presley-Taylor evapotranspiration (ET) equation were 0.97, 11.4. The performance of the CropSyst was acceptable. Different irrigation regimes resulted in the difference in product performance and the min performance was obtained from the 50 percent regime. The productivity was different every year and the maximum yield was gained from 100% irrigation regime. Simulation error was minimum at 100% regime. Time of maturity was increased from 100 to 75 and 50% regime. Maximum of dry biomass and performance (ton/hectare) was obtained in 100% irrigation regime, and the minimum was obtained from 75% irrigation regime in the third year, so the performance of 50% regime was more than 75% in the third culture year. It could be from the complicated interaction of water, climate, soil, and plant in different years. The CropSyst can be used for winter Alvand wheat production simulation under different irrigation regimes (with no fertilizer deficit and no salinity).

کلیدواژه‌ها [English]

  • CropSyst
  • Wheat product performance
  • Deficit irrigation
  • Alvand variety
Aalaaee Bazkiaei P., Kamkar B., Amiri E., Kazemi H., Rezaei M. 2021. Evaluation of plant models in simulating rice yield under crop management in Rasht. Iranian J. of Field Crops Research, 18(4), pp. 401-412. (In Persian).

Ansari M.A., Egdernezhad A., Ebrahimipak N.A. 2019. Simulating of potato (Solanum tuberosum L.) yield under different irrigation conditions using AquaCrop and Cropsyst models. J. of Crop Ecophysiology, 13, 2(50), pp. 287-304. (In Persian).

Agricultural statistics. 2014. Ministry of Agriculture-Jahad (In Persian).
Akbari, M., Dehghani, S. H., Mirlatifi, S.M. 2009. Impact of irrigation scheduling on agriculture water productivity. Iranian J. of Irrigation and Drainage, 3(1), pp. 69-79. (In Persian).
 
 
Bagheri A.R. 2013.  The research report, Eghlid University. (In Persian).
Baker J. M. 1996. Use and abuse of crop simulation models. Agronomy J., 88, pp. 689-689.
Bonfante A., Basile A., Acutis M., De. Mascellis R., Manna P., Perego A., Terrible F. 2010. SWAP, CropSyst, and MACRO comparison in two contrasting soils cropped with maize in northern Italy. Agricultural Water Management, 97, pp. 1051-1062.
Boogard H.L., Van Diepen C.A., Rotter R.P., Cabrera J.C.M.A., Van Laar H.H. 1998. WOFOST 7.1 User Guide for the WOFOST 7.1 Crop Growth Simulation Model and WOFOST Control Center 5.1. Techn. Doc. 52, Alterra, WUR, Wageningen.
Boote K.J., Jones J.W., Pickering N.B. 1996. Potential uses and limitations of crop models. Agronomy J., 88, pp. 407-416.
Boustani F., Mohammadi H. 2008. Studying productivity of and demand for water in sugar beet production in Eghlid district. J. of Sugar Beet, 23(2), pp. 185-196. (In Persian).
Boustani F., Mohammadi H., Mir B. 2012. The effect of deficit irrigation on cultivation pattern of crops in water crisis condition: case study: Fars province. Water Resources Engineering, 4(10), pp. 63-74. (In Persian).
Confalonieri, R. 2010. Monte Carlo based sensitivity analysis of two crop simulators and considerations on model balance. European J. of Agronomy, 33, pp. 89-93.
Confalonieri R., Bocchi S. 2005. Evaluation of CropSyst for simulating the yield of flooded rice in northern Italy. European J. of Agronomy, 23: 315-326.
Confalonieri R., Bechini L. 2004. A preliminary evaluation of the simulation model CropSyst for alfalfa. European J. of Agronomy, 21, pp. 223–237.
Dagdelen N., Yilmaz E., Sezgin F., Gurbuz T. 2005. Water yield relation and water use efficiency of cotton and second crop corn in western Turkey. Agricultural Water Management, 82(1-2), pp.63-85.
Dastfal M., Barati V., Navabi F., Haghighat Nia H. 2009. Effect of terminal drought stress on grain yield and its components in bread wheat (Triticum Aestivum L.) genotypes in dry and warm conditions in south of Fars province. Seed and Plant Production, 25(3), pp. 329-344. (In Persian).
Dastmalchi A., Soltani A., Latifi N., Zeinali E. 2012. Parameter estimates and evaluation of CropSyst-Wheat for Golestan province cultivars. J. of Crop Production, 4(2), pp. 63-80 (In Persian).
Haouari M., Azaiez M.N. 2001. Optimal cropping pattern under water deficits. Europian J. of Operational Research, 130, pp. 133-146.
Kamkar B., Bazkiaee P.A., Dehkordi P.A., Amiri E. 2022. Studying the changes in rice yield and water balance in Guilan province affected by climate changes. Environmental Sciences, 20(2), pp. 61-80. (In Persian).
Kemanian A.R., Stockle C.O., Huggins D.R. 2005. Transpiration-use efficiency of barley. Agricultural and Forest Meteorology, 130, pp. 1–11.
Kibe A.M., Singh S., Kalra N. 2006. Water–nitrogen relationships for wheat growth and productivity in late sown conditions. Agricultural Water Management, 84, pp. 221-228.
Koocheki, A., Nassiri Mahallati, M. 2016. Climate change effects on agricultural production of Iran: II. Predicting productivity of field crops and adaptation strategies. Iranian J. of Field crops Research, 14(1), pp. 1-20. (In Persian).
Li W.L., Li W.I., Li Z.Z. 2004. Irrigation and fertilizer effects on water use and yield of spring wheat in semi-arid regions, Agricultural Water Management, (67), pp. 35-46.
Mohseni M., Montazar A.A., Rahimi Khoub A. 2009. Evaluation of CropSyst model for water-nitrogen interactions in wheat yield and water productivity. Iranian J. of Irrigation and Drainage, 3(1), pp. 113-125. (In Persian).
Montajami N., Vaziri J. 2004. Iranian J. of Soil and Water Use Efficiency, 18(1), pp. 52-62. (In Persian).
Monteith J.L. 1977. Climate and crop efficiency of crop production in Britain. Philosophical Transactions of the Royal Society of Landan, Series B, Biological Sciences, 281(980), pp. 277-294.
Monteith J.L. 1996. The quest for balance in crop modeling. Agronomy J., 88, pp. 695-697.
Mousavi Zadeh S.F. 2014. Evaluation of different irrigation managements on Canola production, using AquaCrop. M.S. Thesis, Agronomy, Shiraz University (In Persian).
Nazarifar M.H., Momeni R. 2011. Validation and evaluation of CropSyst crop growth model for determinating suitable cropping pattern under water deficit: a case study in Shahid Chamrans drainage and irrigation network. Water and Soil Science, 15(56), pp. 49-60 (In Persian).
Panda P.K., Behera S.K., Kashyap P.S. 2003. Effective management of irrigation water for wheat under stressed conditions, Agricultural Water Management, (63), pp. 37-56.
Pannkuk C.D., Stockle C.O., Papendick R.I. 1998. Evaluating CropSyst simulations of wheat management in a wheat-fallow region of the US Pacific Northwest. Agricultural Systems. 57(2), pp. 121-134.
Rabiee Z., Honar T., Kazemi A.R. 2013. Optimal, simultaneous land and water allocation under resource limitation conditions, using soil water balance, (Case study of Doroudzan dam irrigation and drainage network). Iranian J of Irrigation and Drainage, 7(2), pp. 159-166. (In Persian).
Saadati Z., Pirmoradian N., Rezaei M. 2013. Yield response simulation of two local rice varieties to irrigation management using CropSyst model. J of Water and Soil Science, 16(64), pp. 69-81. (In Persian).
Sayyahi H. E., Egdernezhad A., Ebrahimipak N.A. 2020. Simulation of sugar beet yield and water efficiency under different irrigation period. J. of Water Management in Agriculture, 7(1), pp. 11-22.  (In Persian).
Sepaskhah A. R., Rezaee-Pour Sh., Kamgar-Haghighi A. A. 2006. Water budget approach to quantify Cowpea yield using crop characteristic equations. Biosystem Engineering, 95(4), pp. 583-596.
Shabani M.K., Honar T. 2008. Optimal management of Irrigation Water Allocation and Cropping Pattern Utilizing Conjunctive Use of Surface and Subsurface Water Resources. J. of Science and Technology of Agriculture and Natural Resources, 44, pp. 53-68. (In Persian).
Singh A.K., Tripathy R., Chopra U.K. 2008. Evaluation of CERES-Wheat and CropSyst models for water-nitrogen interactions in wheat crop. Agricultural Water Management, 95, pp. 776-786.
Stockle C.O., Martin S.A., Campbell G.S. 1994. CropSyst, a cropping systems simulation model: water/nitrogen budgets and crop yield. Agricultural systems, 46, pp. 335-359.
Stockle C.O., Nelson R.L. 1999. CropSyst User’s Manual. Biological Systems Engineering Department, Washington State University, Pullman, WA, USA.
Stockle C.O., Donatelli M., Nelson R. 2003. CropSyst, A cropping system simulation model. European J. of Agronomy, 18(3-4), pp. 289-307.
Tanner C.B., Sinclair T.R. 1983. Efficient water use in crop production: Research or Re-search?, In Taylor, H.M., Jordan, W.R., Sinclair, T.R. (eds.). Limitations to Efficient Water Use in Crop Production. American Society of Agronomy. Madison, WI, USA.
Todorovic M., Albrizio R., Zivotic L., Abi Saab M. Th., Stockle C., Steduto P. 2009. Assessment of AquaCrop, CropSyst, and WOFOST models in the simulation of sunflower growth under different water regimes. Agronomy J., 101(3), pp. 509-521.
Yazdani R. 2015. Calibration and validation of CropSyst model under different irrigation management for growth simulation of Alvand variety of wheat plant in Eghlid. M.S. Thesis, Water Science and Engineering, Marvdasht Branch, Islamic Azad University. (In Persian).
Zhang H., Oweis T. 1999. Water-yield relations and optimal irrigation scheduling of wheat in the Mediterranean region, Agricultural Water Management, 38, pp. 195-211.